Developing a prosthetic, healthy, and fill-in detection model from x-ray dental images using modern electronic computing machines

Temirova , Xosiyat

Pioneering Studies and Theories · 2025-yil

Annotatsiya

This paper presents a novel deep learning model for detecting prosthetic, healthy, and fill-in regions in dental X- ray images using modern electronic computing machines. The model achieves state-of-the-art performance in accurate and efficient detection of dental structures, assisting dentists in diagnosis and treatment planning. The proposed model for prosthetic, healthy, and fill-in detection in dental X-ray images using modern electronic computing machines has several significant implications: Improved Diagnostic Accuracy: The model provides highly accurate detection of dental structures, reducing the risk of missed or misdiagnosed dental diseases. Enhanced Treatment Planning: The model assists dentists in developing more precise and effective treatment plans by providing detailed information about the location and extent of dental structures. The proposed model represents a significant advancement in the field of dental image analysis. It provides a powerful tool for automated detection of dental structures in X- ray images, aiding dentists in diagnosis, treatment planning, and patient communication. Further research will focus on exploring the model's applications in other areas of dentistry, such as caries detection and periodontal disease assessment.

Maqola ma’lumotlari
MualliflarTemirova , Xosiyat
JurnalPioneering Studies and Theories
NashriyotХалқаро Нордик университети
ISSN3060-5105, 3060-5105
Nashr sanasi2025-03-10
Jild1
Son4
Betlar4-11
TilIngliz
Ilmiy sohaIqtisodiyot
DOI10.5281/zenodo.15046143
Indeksga qo‘shilgan2026-08-26

DOI: 10.5281/zenodo.15046143 · Maqolaning asl sahifasi

Kalit so‘zlar

Dental X-ray images, prosthetic detection, healthy detection, fill-in detection, deep learning, convolutional neural network

Ilmiy soha

Iqtisodiyot

Iqtibos keltirish

APATemirova , Xosiyat (2025). DEVELOPING A PROSTHETIC, HEALTHY, AND FILL-IN DETECTION MODEL FROM X-RAY DENTAL IMAGES USING MODERN ELECTRONIC COMPUTING MACHINES. Pioneering Studies and Theories, 1(4), 4-11. https://doi.org/10.5281/zenodo.15046143
GOST (OAK)Temirova , Xosiyat DEVELOPING A PROSTHETIC, HEALTHY, AND FILL-IN DETECTION MODEL FROM X-RAY DENTAL IMAGES USING MODERN ELECTRONIC COMPUTING MACHINES // Pioneering Studies and Theories. – 2025. – T. 1, № 4. – P. 4-11. – DOI: 10.5281/zenodo.15046143.
MLATemirova , Xosiyat. “DEVELOPING A PROSTHETIC, HEALTHY, AND FILL-IN DETECTION MODEL FROM X-RAY DENTAL IMAGES USING MODERN ELECTRONIC COMPUTING MACHINES.” Pioneering Studies and Theories, 1(4), 4-11, 2025. https://doi.org/10.5281/zenodo.15046143
ChicagoTemirova , Xosiyat. “DEVELOPING A PROSTHETIC, HEALTHY, AND FILL-IN DETECTION MODEL FROM X-RAY DENTAL IMAGES USING MODERN ELECTRONIC COMPUTING MACHINES.” Pioneering Studies and Theories, 1(4), 4-11 (2025). https://doi.org/10.5281/zenodo.15046143
HarvardTemirova , Xosiyat (2025) ‘DEVELOPING A PROSTHETIC, HEALTHY, AND FILL-IN DETECTION MODEL FROM X-RAY DENTAL IMAGES USING MODERN ELECTRONIC COMPUTING MACHINES’, Pioneering Studies and Theories, 1(4), 4-11. https://doi.org/10.5281/zenodo.15046143
BibTeX
@article{temirovaxosiyat2025,
  title = {DEVELOPING A PROSTHETIC, HEALTHY, AND FILL-IN DETECTION MODEL FROM X-RAY DENTAL IMAGES USING MODERN ELECTRONIC COMPUTING MACHINES},
  author = {Temirova , Xosiyat},
  journal = {Pioneering Studies and Theories},
  year = {2025},
  volume = {1},
  number = {4},
  pages = {4-11},
  doi = {10.5281/zenodo.15046143},
  url = {https://doi.org/10.5281/zenodo.15046143}
}

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